DeepSORT - Deep Learning applied to Object Tracking
Introduction So in this article, Im going to give to you a clear and simple explanation on how Deep SORT works and why its so amazing compared to other models like Tracktor++, Track-RCNN and JDE. But to understand how DeepSORT works, we first have to go back, waaay back and understand the fundamentals of object tracking and the key innovations that had to happen along the way, for DeepSORT to emerge. Before we get started, if you are interested in developing object tracking apps, then checkout my course in the link down below, where I show you how you can fuse the popular YOLOv4 with DeepSORT for robust and real-time applications. Okay so back to Object Tracking. Now lets imagine that you that you are working for Space X, and Mr. Musk has tasked you with ensuring that on launch, the ground camera is always pointing at the Falcon 9 as it thrust into the atmosphere. As much as you are excited to be personally chosen by Elon to work on this task you ask yourself, “How will I go about th...